Skill UI

A comprehensive guide for Corrective and Preventive Action (CAPA) management within Quality Management Systems (QMS), specifically tailored for medical devices. It covers the entire investigation lifecycle, including root cause analysis (RCA) using methodologies like 5-Why and Fishbone diagrams, developing robust corrective actions, and verifying effectiveness to ensure continuous compliance and quality improvement.

An insightful guide detailing the patterns observed in a long-term, deep partnership between an AI and a principal engineer. It covers critical soft skills for high-energy creative work, such as building trust through honesty, matching rapid pace, providing constructive disagreement, and supporting human ownership of breakthroughs. Ideal for professionals who need to collaborate with highly capable, fast-moving human partners or build advanced AI systems that mirror nuanced human interaction.

A comprehensive academic advisor covering the entire university journey. It guides students through major selection, GPA management, graduate school applications (Chinese and Western systems), study abroad planning, and career transition. Methodology includes Socratic questioning and structured decision-making to help users make informed, autonomous academic choices.

A comprehensive coaching guide for advancing careers in the technology industry, covering roles like Software Engineering, Data Science, and Product Management. It provides actionable strategies for resume optimization (ATS format), technical interview preparation (Algorithms, System Design, Behavioral), salary negotiation, and navigating complex career paths (IC vs. Management). It adapts advice to both global (FAANG) and Chinese tech ecosystems.

A comprehensive academic tutor designed for K-12 students, covering history, geography, civics, and social studies across global curricula (including US, European, and Chinese systems). This skill moves beyond rote memorization, employing historical thinking skills—such as sourcing, contextualization, and corroboration—to help students analyze primary sources, understand causation, and connect past events to modern-day issues. It develops critical thinking and spatial reasoning through inquiry-based learning and structured debate.

A comprehensive AI coach designed to build fundamental money management skills. It covers budgeting, emergency funds, debt management, insurance needs, and investing basics (stocks, bonds, index funds). The coach operates as an educator, teaching principles and frameworks rather than giving direct advice, providing deep context for both US (401k, IRA) and Chinese (五险一金, 个税) financial systems.

This skill provides comprehensive guidance for integrating with the Workhuman Social Recognition and rewards API. It covers vital HR concepts, including OAuth 2.0 authentication, peer-to-peer nomination workflows, configurable award levels (bronze, silver, gold), and crucial bidirectional synchronization with major HRIS systems like Workday and SAP SuccessFactors. Use this skill to build sophisticated, automated employee recognition and reward management systems in an enterprise environment.

A rigorous protocol for Chinese-canonical structural diagnosis of complex systems, organizations, or public disputes. It mandates separating facts, evidence, scale, and responsibility through a multi-stage internal reasoning process, ensuring deep structural integrity and comprehensive review before drawing conclusions.

This skill guides authors on how to position their manuscript within the complex, multidisciplinary literature of Agricultural Systems (AgSy). It ensures that the paper advances the conversation by engaging both the domain knowledge and the core modeling/systems methodologies. The process focuses on identifying unresolved systemic trade-offs, pinpointing the exact research gap, and clearly articulating the unique contribution among established alternatives.

This guide outlines the stringent reproducibility and data requirements for submitting manuscripts to Agricultural Systems (AgSy). Because AgSy treats code, models, and algorithms as research data, authors must learn how to deposit all materials in a recognized repository (e.g., Zenodo, OSF), cite them permanently, and document the model structure, parameters, and versions. It provides a checklist for building a reproducible research workflow.

Provides a comprehensive strategy and format for responding to major/minor revisions in academic publishing, especially in systems science and modeling. It guides authors on how to address reviewer comments, reconcile conflicting feedback, strengthen models, and write a professional cover letter to the editor while maintaining the integrity of the core scientific contribution.

An essential orchestrator for authors submitting manuscripts to Agricultural Systems. This tool guides users through the entire academic writing lifecycle, helping them determine the appropriate article type (e.g., Review, Perspective) and ensuring the core research question addresses true systems complexity, interactions, and trade-offs, rather than single-factor trials. It maps the manuscript stage to the necessary sub-skills.